Fan Wang

Orcid: 0000-0002-5373-4302

Affiliations:

Baidu Inc., Department of Natural Language Processing, NLP, Shenzhen, China

According to our database¹, Fan Wang authored at least 47 papers between 2019 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2024

GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2024

Learning to Select External Knowledge With Multi-Scale Negative Sampling.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Exploring the Causality of End-to-End Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2024

BEVWorld: A Multimodal World Model for Autonomous Driving via Unified BEV Latent Space.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmarking General Purpose In-Context Learning.

[BibT_eX]

[DOI]

CoRR, 2024

2023

A method for multiple-sequence-alignment-free protein structure prediction using a protein language model.

[BibT_eX]

[DOI]

Nat. Mac. Intell., October, 2023

RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

Structure-aware protein self-supervised learning.

[BibT_eX]

[DOI]

Bioinform., April, 2023

Pre-Training on Large-Scale Generated Docking Conformations with HelixDock to Unlock the Potential of Protein-ligand Structure Prediction Models.

[BibT_eX]

[DOI]

CoRR, 2023

Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards Boosting the Open-Domain Chatbot with Human Feedback.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

Geometry-enhanced molecular representation learning for property prediction.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2022

PLATO-K: Internal and External Knowledge Enhanced Dialogue Generation.

[BibT_eX]

[DOI]

CoRR, 2022

GEM-2: Next Generation Molecular Property Prediction Network with Many-body and Full-range Interaction Modeling.

[BibT_eX]

[DOI]

CoRR, 2022

HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative.

[BibT_eX]

[DOI]

CoRR, 2022

HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle.

[BibT_eX]

[DOI]

CoRR, 2022

TCR: A Transformer Based Deep Network for Predicting Cancer Drugs Response.

[BibT_eX]

[DOI]

CoRR, 2022

SINC: Service Information Augmented Open-Domain Conversation.

[BibT_eX]

[DOI]

CoRR, 2022

Structure-aware Protein Self-supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2022

HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer.

[BibT_eX]

[DOI]

Bioinform., 2022

BatchDTA: implicit batch alignment enhances deep learning-based drug-target affinity estimation.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

DTSyn: a dual-transformer-based neural network to predict synergistic drug combinations.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Q-TOD: A Query-driven Task-oriented Dialogue System.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

HelixMO: Sample-Efficient Molecular Optimization in Scene-Sensitive Latent Space.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations.

[BibT_eX]

[DOI]

CoRR, 2021

CELLS: Cost-Effective Evolution in Latent Space for Goal-Directed Molecular Generation.

[BibT_eX]

[DOI]

CoRR, 2021

Amendable Generation for Dialogue State Tracking.

[BibT_eX]

[DOI]

CoRR, 2021

Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

A Unified Pre-training Framework for Conversational AI.

[BibT_eX]

[DOI]

CoRR, 2021

Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Multimodal Pre-Training Model for Sequence-based Prediction of Protein-Protein Interaction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Computational Biology Meeting, 2021

Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

SSML: Self-Supervised Meta-Learner for En Route Travel Time Estimation at Baidu Maps.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Docking-based Virtual Screening with Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

ConSTGAT: Contextual Spatial-Temporal Graph Attention Network for Travel Time Estimation at Baidu Maps.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

MBCAL: A Simple and Efficient Reinforcement Learning Method for Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2019

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable.

[BibT_eX]

[DOI]

CoRR, 2019

Sequential Evaluation and Generation Framework for Combinatorial Recommender System.

[BibT_eX]

[DOI]

CoRR, 2019

Learning to Select Knowledge for Response Generation in Dialog Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Fan Wang

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